Llion Marc Evans

Data-driven inverse modelling through neural network (deep learning) and computational heat transfer

Hamid Reza Tamaddon-Jahromi, Neeraj Kavan Chakshu, Igor Sazonov et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 78 citations · Full text

Stiff-PDEs and Physics-Informed Neural Networks

Prakhar Sharma, Llion Marc Evans, Michelle Tindall et al. · Archives of Computational Methods in Engineering · 2023 · 37 citations · Full text

Numerical Analysis, Numerical Method For Partial Differential Equation, Method Of Fundamental Solution +13

Accelerating Neutron Tomography experiments through Artificial Neural Network based reconstruction

D. Micieli, T. Minniti, Llion Marc Evans et al. · Scientific Reports · 2019 · 23 citations · Full text

Hyperparameter selection for physics-informed neural networks (PINNs) – Application to discontinuous heat conduction problems

Prakhar Sharma, Llion Marc Evans, Michelle Tindall et al. · Numerical Heat Transfer Part B Fundamentals · 2023 · 21 citations · Full text

Numerical Analysis, Hyperparameter Optimization, Model Optimization +14

Effect of rhenium irradiations on the mechanical properties of tungsten for nuclear fusion applications

A. Khan, R. G. Elliman, Cormac Corr et al. · Journal of Nuclear Materials · 2016 · 19 citations · Full text